Each enrichment pass compounds on the last. The graph doesn't just store data — it generates increasingly rich content with every cycle.
Most connected entities enriched first. Best graph context available. Structured Wikidata + direct neighbor names.
3,114 entities • completeSecond tier with solid graph context. Neighbors from Pass 1 already have rich content to draw from.
11,785 entities • completePulled context from enriched neighbors. Each article benefited from Passes 1-2.
27,714 entities • completeLong tail entities. Structured Wikidata data only, minimal graph context. Still factual, just less connected.
49,813 entities • completeRe-generate hub articles using neighbor content, not just names. Now that all 107K entities have articles, the context builder can feed full neighbor summaries into hub rewrites. The compounding pass.
Top 3,000 hubs • next up